Discriminative Bayesian filtering lends momentum to the stochastic Newton method for minimizing log-convex functions

Michael C. Burkhart

To minimize the average of a set of log-convex functions, the stochastic Newton method iteratively updates its estimate using subsampled versions of the full objective's gradient a…